ES2853348T3 - Estimación de cierres de ciclos de afinidades de unión relativas y errores - Google Patents

Estimación de cierres de ciclos de afinidades de unión relativas y errores Download PDF

Info

Publication number
ES2853348T3
ES2853348T3 ES14769374T ES14769374T ES2853348T3 ES 2853348 T3 ES2853348 T3 ES 2853348T3 ES 14769374 T ES14769374 T ES 14769374T ES 14769374 T ES14769374 T ES 14769374T ES 2853348 T3 ES2853348 T3 ES 2853348T3
Authority
ES
Spain
Prior art keywords
free energy
ligands
computer
fep
binding
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Active
Application number
ES14769374T
Other languages
English (en)
Spanish (es)
Inventor
Lingle Wang
Teng Lin
Robert Abel
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Schroedinger LLC
Original Assignee
Schroedinger LLC
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Schroedinger LLC filed Critical Schroedinger LLC
Application granted granted Critical
Publication of ES2853348T3 publication Critical patent/ES2853348T3/es
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Classifications

    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N7/00Computing arrangements based on specific mathematical models
    • G06N7/01Probabilistic graphical models, e.g. probabilistic networks
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16BBIOINFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR GENETIC OR PROTEIN-RELATED DATA PROCESSING IN COMPUTATIONAL MOLECULAR BIOLOGY
    • G16B15/00ICT specially adapted for analysing two-dimensional [2D] or three-dimensional [3D] molecular structures, e.g. structural or functional relations or structure alignment
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16BBIOINFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR GENETIC OR PROTEIN-RELATED DATA PROCESSING IN COMPUTATIONAL MOLECULAR BIOLOGY
    • G16B15/00ICT specially adapted for analysing two-dimensional [2D] or three-dimensional [3D] molecular structures, e.g. structural or functional relations or structure alignment
    • G16B15/30Drug targeting using structural data; Docking or binding prediction
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16BBIOINFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR GENETIC OR PROTEIN-RELATED DATA PROCESSING IN COMPUTATIONAL MOLECULAR BIOLOGY
    • G16B40/00ICT specially adapted for biostatistics; ICT specially adapted for bioinformatics-related machine learning or data mining, e.g. knowledge discovery or pattern finding
    • G16B40/20Supervised data analysis
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16CCOMPUTATIONAL CHEMISTRY; CHEMOINFORMATICS; COMPUTATIONAL MATERIALS SCIENCE
    • G16C20/00Chemoinformatics, i.e. ICT specially adapted for the handling of physicochemical or structural data of chemical particles, elements, compounds or mixtures
    • G16C20/50Molecular design, e.g. of drugs
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16CCOMPUTATIONAL CHEMISTRY; CHEMOINFORMATICS; COMPUTATIONAL MATERIALS SCIENCE
    • G16C20/00Chemoinformatics, i.e. ICT specially adapted for the handling of physicochemical or structural data of chemical particles, elements, compounds or mixtures
    • G16C20/70Machine learning, data mining or chemometrics

Landscapes

  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Spectroscopy & Molecular Physics (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Health & Medical Sciences (AREA)
  • Chemical & Material Sciences (AREA)
  • Theoretical Computer Science (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • General Health & Medical Sciences (AREA)
  • Medical Informatics (AREA)
  • Crystallography & Structural Chemistry (AREA)
  • Biophysics (AREA)
  • Biotechnology (AREA)
  • Evolutionary Biology (AREA)
  • Pharmacology & Pharmacy (AREA)
  • Medicinal Chemistry (AREA)
  • Data Mining & Analysis (AREA)
  • Computing Systems (AREA)
  • Artificial Intelligence (AREA)
  • Evolutionary Computation (AREA)
  • Software Systems (AREA)
  • General Physics & Mathematics (AREA)
  • Mathematical Analysis (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Algebra (AREA)
  • Mathematical Optimization (AREA)
  • Pure & Applied Mathematics (AREA)
  • General Engineering & Computer Science (AREA)
  • Mathematical Physics (AREA)
  • Computational Mathematics (AREA)
  • Bioethics (AREA)
  • Probability & Statistics with Applications (AREA)
  • Databases & Information Systems (AREA)
  • Epidemiology (AREA)
  • Public Health (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
  • Medicines That Contain Protein Lipid Enzymes And Other Medicines (AREA)
  • Apparatus For Radiation Diagnosis (AREA)
  • Investigating Strength Of Materials By Application Of Mechanical Stress (AREA)
ES14769374T 2013-03-15 2014-03-13 Estimación de cierres de ciclos de afinidades de unión relativas y errores Active ES2853348T3 (es)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US13/840,039 US20140278295A1 (en) 2013-03-15 2013-03-15 Cycle Closure Estimation of Relative Binding Affinities and Errors
PCT/US2014/025425 WO2014151310A2 (en) 2013-03-15 2014-03-13 Cycle closure estimation of relative binding affinities and errors

Publications (1)

Publication Number Publication Date
ES2853348T3 true ES2853348T3 (es) 2021-09-15

Family

ID=51531746

Family Applications (2)

Application Number Title Priority Date Filing Date
ES14769374T Active ES2853348T3 (es) 2013-03-15 2014-03-13 Estimación de cierres de ciclos de afinidades de unión relativas y errores
ES20206513T Active ES2996703T3 (en) 2013-03-15 2014-03-13 Cycle closure estimation of relative binding affinities and errors

Family Applications After (1)

Application Number Title Priority Date Filing Date
ES20206513T Active ES2996703T3 (en) 2013-03-15 2014-03-13 Cycle closure estimation of relative binding affinities and errors

Country Status (6)

Country Link
US (3) US20140278295A1 (de)
EP (2) EP3836147B1 (de)
JP (1) JP6441301B2 (de)
DK (2) DK2972311T3 (de)
ES (2) ES2853348T3 (de)
WO (1) WO2014151310A2 (de)

Families Citing this family (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN107027140A (zh) * 2017-03-27 2017-08-08 武汉虹信通信技术有限责任公司 一种lte中各协议层用户实例一致性维护方法
WO2021031545A1 (zh) * 2020-02-25 2021-02-25 深圳晶泰科技有限公司 一种用于异构集群环境中的自由能微扰计算调度方法
CN111341391B (zh) * 2020-02-25 2023-12-01 深圳晶泰科技有限公司 一种用于异构集群环境中的自由能微扰计算调度方法
US11568961B2 (en) * 2020-12-16 2023-01-31 Ro5 Inc. System and method for accelerating FEP methods using a 3D-restricted variational autoencoder
CN114446411B (zh) * 2021-12-31 2025-06-06 深圳晶泰科技有限公司 增强采样方法及计算复合物的结合自由能的方法

Family Cites Families (12)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5854992A (en) * 1996-09-26 1998-12-29 President And Fellows Of Harvard College System and method for structure-based drug design that includes accurate prediction of binding free energy
US6560542B1 (en) * 2000-01-24 2003-05-06 The Cielo Institute Algorithmic design of peptides for binding and/or modulation of the functions of receptors and/or other proteins
WO2003081211A2 (en) * 2002-03-19 2003-10-02 Cengent Therapeutics, Inc. Discrete bayesian analysis of data
WO2005017807A2 (en) * 2003-08-13 2005-02-24 Iconix Pharmaceuticals, Inc. Apparatus and method for classifying multi-dimensional biological data
WO2005038618A2 (en) * 2003-10-14 2005-04-28 Verseon Lead molecule cross-reaction prediction and optimization system
EP2004837A4 (de) * 2006-03-15 2009-12-23 Univ Illinois Neutralisierungsmittel für bakterielle toxine
US8140268B2 (en) * 2006-03-31 2012-03-20 Verachem, Llc Computational method for drug discovery and receptor design
US7756674B2 (en) 2007-08-03 2010-07-13 The Trustees Of Columbia University In The City Of New York Methods of calculating differences of binding affinities between congeneric pairs of ligands by way of a displaced solvent functional
CA2782547A1 (en) * 2009-12-02 2011-06-09 The Johns Hopkins University Method for incorporating internal polar and ionizable groups in proteins
WO2012109383A2 (en) * 2011-02-08 2012-08-16 University Of Louisville Research Foundation, Inc. Method of determining protein binding characteristics of a drug candidate
US9858395B2 (en) * 2011-05-23 2018-01-02 Schrodinger, Llc Binding affinity scoring with penalty for breaking conjugation between aromatic ligand groups
EP2718464A1 (de) * 2011-06-06 2014-04-16 Imperial Innovations Limited Verfahren zur vorhersage der bindungsaffinität von tspo-kontrastmitteln an tspo

Also Published As

Publication number Publication date
DK2972311T3 (da) 2021-02-08
EP2972311A4 (de) 2016-11-30
US20250356945A1 (en) 2025-11-20
EP3836147B1 (de) 2024-10-09
ES2996703T3 (en) 2025-02-13
EP3836147A1 (de) 2021-06-16
EP2972311B1 (de) 2020-11-11
US20190026423A1 (en) 2019-01-24
EP2972311A2 (de) 2016-01-20
JP6441301B2 (ja) 2018-12-19
WO2014151310A2 (en) 2014-09-25
WO2014151310A3 (en) 2014-11-13
JP2016515273A (ja) 2016-05-26
DK3836147T3 (da) 2025-01-02
US20140278295A1 (en) 2014-09-18

Similar Documents

Publication Publication Date Title
Paquet et al. Molecular dynamics, monte carlo simulations, and langevin dynamics: a computational review
ES2996703T3 (en) Cycle closure estimation of relative binding affinities and errors
Zhu et al. Refining homology models by combining replica‐exchange molecular dynamics and statistical potentials
Melvin et al. Uncovering large-scale conformational change in molecular dynamics without prior knowledge
Bhati et al. Large scale study of ligand–protein relative binding free energy calculations: actionable predictions from statistically robust protocols
Panel et al. Accurate PDZ/peptide binding specificity with additive and polarizable free energy simulations
Khrenova et al. Proof of concept for poor inhibitor binding and efficient formation of covalent adducts of KRAS G12C and ARS compounds
Zheng et al. Data-driven parametrization of molecular mechanics force fields for expansive chemical space coverage
Kubo et al. Allosteric conformational change cascade in cytoplasmic dynein revealed by structure-based molecular simulations
Khan et al. Unraveling potential EGFR kinase inhibitors: Computational screening, molecular dynamics insights, and MMPBSA analysis for targeted cancer therapy development
Dash et al. Structural approach to identify a lead scaffold that targets the translesion synthesis polymerase Rev1
Ngo et al. Identifying key determinants and dynamics of SARS-CoV-2/ACE2 tight interaction
Ghidini et al. Bidirectional path-based non-equilibrium simulations for binding free energy
Ovchinnikov et al. Free energy simulations of receptor-binding domain opening of the sars-cov-2 spike indicate a barrierless transition with slow conformational motions
Gao et al. A network of conformational transitions in the apo form of ndm-1 enzyme revealed by md simulation and a Markov state model
Jakobsen et al. Representing exact electron densities by a single Slater determinant in finite basis sets
Liu et al. A Study on the Binding Mechanism and the Impact of Key Residue Mutations between SND1 and MTDH Peptide through Molecular Dynamics Simulations
Krishnan et al. Implications from a network-based topological analysis of ubiquitin unfolding simulations
Pitman et al. Nonequilibrium Chimeric Switching (NEX) Stabilizes Binding Free Energy Calculations Across Chemical Space
Saw et al. RNA–Ligand Molecular Docking
Ngo et al. Identifying Key Determinants of SARS-CoV-2/ACE2 Tight Interaction
Harada et al. How low-resolution structural data predict the conformational changes of a protein: a study on data-driven molecular dynamics simulations
Maron et al. Systems biology: An emerging strategy for discovering novel pathogenetic mechanisms that promote cardiovascular disease
Ursal et al. Unlocking the conformational secrets of DYRK1A kinase with computational microscope: exploring phosphorylation‐driven structural dynamics
Van et al. Searching potential GSK-3β inhibitors from marine sources using atomistic simulations